{"id":222,"date":"2016-07-05T18:47:32","date_gmt":"2016-07-05T18:47:32","guid":{"rendered":"http:\/\/pi2e.ch\/blog\/?p=222"},"modified":"2017-02-05T18:04:34","modified_gmt":"2017-02-05T18:04:34","slug":"the-pi-storage","status":"publish","type":"post","link":"https:\/\/pi2e.ch\/blog\/2016\/07\/05\/the-pi-storage\/","title":{"rendered":"The \u03c0-Storage"},"content":{"rendered":"<figure id=\"attachment_252\" aria-describedby=\"caption-attachment-252\" style=\"width: 700px\" class=\"wp-caption alignright\"><a href=\"https:\/\/pi2e.ch\/blog\/wp-content\/uploads\/2016\/07\/IMG_0729.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-252 size-large\" src=\"https:\/\/pi2e.ch\/blog\/wp-content\/uploads\/2016\/07\/IMG_0729-1024x768.jpg\" alt=\"The SuperMicro housing for the 24 discs\" width=\"700\" height=\"525\" srcset=\"https:\/\/pi2e.ch\/blog\/wp-content\/uploads\/2016\/07\/IMG_0729-1024x768.jpg 1024w, https:\/\/pi2e.ch\/blog\/wp-content\/uploads\/2016\/07\/IMG_0729-300x225.jpg 300w, https:\/\/pi2e.ch\/blog\/wp-content\/uploads\/2016\/07\/IMG_0729-768x576.jpg 768w, https:\/\/pi2e.ch\/blog\/wp-content\/uploads\/2016\/07\/IMG_0729-1140x855.jpg 1140w, https:\/\/pi2e.ch\/blog\/wp-content\/uploads\/2016\/07\/IMG_0729-552x414.jpg 552w, https:\/\/pi2e.ch\/blog\/wp-content\/uploads\/2016\/07\/IMG_0729.jpg 2048w\" sizes=\"auto, (max-width: 700px) 100vw, 700px\" \/><\/a><figcaption id=\"caption-attachment-252\" class=\"wp-caption-text\">The SuperMicro housing for the 24 discs<\/figcaption><\/figure>\n<p>Today we received the 24 hard drives and the housing for our \u03c0-storage. We decided to use Enterprise NAS HDDs from Seagate with a capacity of 6 TB, because they offer a good balance between capacity, bandwidth, reliability and price. The discs are mounted in a 24-bay housing from SuperMicro shown on the right, which provides power and cooling.<\/p>\n<figure id=\"attachment_225\" aria-describedby=\"caption-attachment-225\" style=\"width: 700px\" class=\"wp-caption alignleft\"><a href=\"https:\/\/pi2e.ch\/blog\/wp-content\/uploads\/2016\/07\/IMG_0738.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-225 size-large\" src=\"https:\/\/pi2e.ch\/blog\/wp-content\/uploads\/2016\/07\/IMG_0738-1024x768.jpg\" alt=\"The fully cabled storage used for the \u03c0 computation.\" width=\"700\" height=\"525\" srcset=\"https:\/\/pi2e.ch\/blog\/wp-content\/uploads\/2016\/07\/IMG_0738-1024x768.jpg 1024w, https:\/\/pi2e.ch\/blog\/wp-content\/uploads\/2016\/07\/IMG_0738-300x225.jpg 300w, https:\/\/pi2e.ch\/blog\/wp-content\/uploads\/2016\/07\/IMG_0738-768x576.jpg 768w, https:\/\/pi2e.ch\/blog\/wp-content\/uploads\/2016\/07\/IMG_0738-1140x855.jpg 1140w, https:\/\/pi2e.ch\/blog\/wp-content\/uploads\/2016\/07\/IMG_0738-552x414.jpg 552w, https:\/\/pi2e.ch\/blog\/wp-content\/uploads\/2016\/07\/IMG_0738.jpg 2048w\" sizes=\"auto, (max-width: 700px) 100vw, 700px\" \/><\/a><figcaption id=\"caption-attachment-225\" class=\"wp-caption-text\">The fully cabled storage used for the \u03c0 computation.<\/figcaption><\/figure>\n<p>The interior of the storage, already cabled by my colleague, is shown in the picture on the left. The discs together with some fans are mounted on the left hand side. On the right hand side there is the back of the storage with the SATA plugs to connect the storage to the server. In the center there is a small green power board, which supplies the discs and the fans with electricity. Before starting the computation of \u03c0, my colleague will first use the storage to evaluate an object store and file system for a future high performance data processing solution for the customers of our X-ray detectors.<\/p>\n<p>July 19th: Today I can use the storage to test its performance in the configuration we&#8217;re going to use for the computation of \u03c0. All 24 discs are individually mounted as single devices without using any RAID layer. This configuration is sometimes called <em>JBOD<\/em> (&#8220;Just a Bunch of Discs&#8221;). The discs run at a spindle speed of 7200 rpm and have a specified sustained transfer rate of 216 MB\/s. I&#8217;m curious, whether y-cruncher is able to make use of this bandwidth. To find out, I run a computation of 100 billion digits of \u03c0 and monitor the activity the Linux tool <em>iostat<\/em>. The results are listed in the two screenshots below. One was taken, while y-cruncher is reading from the discs, one while it was writing to the discs. As you can see, the measured throughput is very close to the specified bandwidth.<\/p>\n<p>Writing seems to be somewhat faster than reading, but this is probably due to the fact, that I simply took random snapshots during the read and write phases of y-cruncher, which lasted only a few seconds. Nonetheless the measurement is accurate enough to conclude, that the performance of the storage is very close to its theoretical maximum. For the computation of \u03c0 I plan to use about 20 discs, so we&#8217;ll have a total transfer rate of about 4GB\/s.<\/p>\n<figure id=\"attachment_243\" aria-describedby=\"caption-attachment-243\" style=\"width: 533px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/pi2e.ch\/blog\/wp-content\/uploads\/2016\/07\/write-1.png\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-243\" src=\"https:\/\/pi2e.ch\/blog\/wp-content\/uploads\/2016\/07\/write-1.png\" alt=\"Output of iostat while y-cruncher is writing data to the discs\" width=\"533\" height=\"447\" srcset=\"https:\/\/pi2e.ch\/blog\/wp-content\/uploads\/2016\/07\/write-1.png 533w, https:\/\/pi2e.ch\/blog\/wp-content\/uploads\/2016\/07\/write-1-300x252.png 300w\" sizes=\"auto, (max-width: 533px) 100vw, 533px\" \/><\/a><figcaption id=\"caption-attachment-243\" class=\"wp-caption-text\">Output of iostat while y-cruncher is writing data to the discs<\/figcaption><\/figure>\n<figure id=\"attachment_244\" aria-describedby=\"caption-attachment-244\" style=\"width: 533px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/pi2e.ch\/blog\/wp-content\/uploads\/2016\/07\/read-1.png\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-244\" src=\"https:\/\/pi2e.ch\/blog\/wp-content\/uploads\/2016\/07\/read-1.png\" alt=\"Output of iostat while y-cruncher is reading data from the discs\" width=\"533\" height=\"444\" srcset=\"https:\/\/pi2e.ch\/blog\/wp-content\/uploads\/2016\/07\/read-1.png 533w, https:\/\/pi2e.ch\/blog\/wp-content\/uploads\/2016\/07\/read-1-300x250.png 300w\" sizes=\"auto, (max-width: 533px) 100vw, 533px\" \/><\/a><figcaption id=\"caption-attachment-244\" class=\"wp-caption-text\">Output of iostat while y-cruncher is reading data from the discs<\/figcaption><\/figure>\n","protected":false},"excerpt":{"rendered":"<p class=\"post-excerpt\">Today we received the 24 hard drives and the housing for our \u03c0-storage. We decided to use Enterprise NAS HDDs&#8230;<\/p>\n","protected":false},"author":1,"featured_media":225,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[8,4],"class_list":["post-222","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized","tag-computer-science","tag-world-record"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>The \u03c0-Storage - 22.4 trillion digits of pi<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/pi2e.ch\/blog\/2016\/07\/05\/the-pi-storage\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"The \u03c0-Storage - 22.4 trillion digits of pi\" \/>\n<meta property=\"og:description\" content=\"Today we received the 24 hard drives and the housing for our \u03c0-storage. 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